... launch a feature here on Thursday, and the landing page section for it is the one new users keep bringing up on calls and in replies, more than the hero, more than pricing. It is a simple block. One sentence: see the change before it ships. One picture of a working copy of your site with the change on it, and two buttons: approve, or send it back. I think it works because it answers the question people actually have ... ... have run the test, did it convert better than the feature description? Comment from Filipe Martins(@filipemartinslm): Mine is a shared budget app, so the fear is easy to name: "you want my bank statement?" The answer is one sentence

... been a busy week since launch. Here's what's new if you haven't updated in a bit. Long tooltip When you hover a word in a sentence, the tooltip now shows more than the word. You get the word, then a small grammar note if it's English, then the whole sentence

... actually use it? Not nice-to-have. Must-have. Here is what we consider non-negotiable on the SEO side: Keyword research. Not just Google volume. The questions people actually ask AI. What triggers citations. What competitors rank for that you do not. App store research. ASO is still treated as a separate discipline. It should not be. If you track visibility, app stores are part of the picture. Keywords, rankings, titles, descriptions, screenshots. Classic SEO tools. Backlinks, technical audits ... ... page optimization, rank tracking. The fundamentals did not disappear. They just stopped being the whole story. And on the GEO side: Citation tracking across AI systems. Where you appear in ChatGPT, Gemini, Perplexity, Claude. Where you are invisible. What competitors

... think. Take a number out of your infrastructure config. Worker count, pool size, connection cap, a timeout. Then search your source for the prose that argues from it not the number, the sentences. The ones that say: because we have N of these, this limit is X. Mine: the app server's HTTP pool is six concurrent workers. That number is well guarded. There is a unit test named after it that asserts six, and a second one checking that ... ... plus the two background workers fit the host's memory at the per-worker ceiling. Both green, and green since the day the number changed, which was 23 July. Fifty days ago. Eight live sentences

... right and is more useful than either, and the revised version went up this month, so it's worth twenty minutes before you write your Q4 plan. It's NBER working paper 35275, Demirer, Musolff and Yang - "Writing Code vs. Shipping Code." More than 500,000 GitHub developers, matched against their actual AI usage telemetry rather than a survey, in a matched event study design. The headline numbers are large and I have no interest in arguing with them. Cumulative ... ... commits: 30% for autocomplete, 180% for interactive coding agents, 240% for autonomous ones. If someone tells you agents made them dramatically faster at writing code, this is the paper that says they're right. Then read the next sentence

... Apple's own support pages. Apple In-App Purchase: 26%, or 15% if you're in the Small Business Program, the Mini Apps or Video Partner Programs, or on an auto-renewable subscription after the subscriber's first year. Alternative payment processing inside your app: 20%, or 10% for those same groups. Out-of-app offers with an actionable link: a 15% store services commission, or 10% for those groups, on anything bought within 7 days of the tap. Apps ... ... distributed outside the App Store entirely - an alternative

... Product Hunt, I built Penlify because most AI detectors give you one flat percentage and leave you stuck there. You get flagged, but you don't know which part of your writing actually triggered it. Penlify scores each sentence separately, so you can see exactly which lines read as formulaic, then rewrite just those in one of six tones without leaving the workspace. Free tier is 5 rewrites and 3 detections a month, no card required. Launching on Product Hunt ... ... September 1st. Would genuinely love feedback before then, especially on whether the sentence

... Jeevan Kattekola Solo dev, just launched airtxt on apple app store. This app turns your voice into finished text in any iPhone app you ramble with the ums and false starts, and out comes the clean, punctuated sentence you meant. A few things that make it different: On-device or cloud, your choice on-device means your audio never leaves the phone. Meeting bot that joins Zoom/Meet/Teams for a transcript + drafted follow-up. $9.99/mo vs

... Solo dev, just launched. airtxt turns your voice into finished text in any iPhone app you ramble with the ums and false starts, and out comes the clean, punctuated sentence you meant. A few things that make it different: On-device or cloud, your choice on-device means your audio never leaves the phone. Meeting bot that joins Zoom/Meet/Teams for a transcript + drafted follow-up. $9.99/mo vs

... using @Aqua Voice . I turn on the AI diction app, say what I'm actually thinking, then make a few small edits for formatting or clarity. That's it. I have also started using tools that auto-complete my sentences in case I am typing them manually. Over to you! How do you feel about AI-generated comments on Product Hunt? What's your productivity hack for writing genuine comments? Do you use diction apps, auto-complete tools or anything ... ... only visible through the api Comment from Arnold Oshenye(@oshylabs): @guillermoescobar  That timing is the clearest evidence in this thread. Same person, same idea, and the only variable that moved was how long you spent shaping the sentence

... writing side. We built a deterministic checker for our content rules, mostly because we wanted claims verified by something other than a careful reader. On a real run it flagged our own writer inventing an observation: a sentence saying we had read search results on a specific date and seen a specific pattern. The research output contained no such observation. The sentence

... weeks later. This is a moving target, not a channel you can lock in. What I'd actually do, and I'll keep it short because I don't think anyone knows more than this yet: Write the plain sentence. Not your positioning the sentence

... brief example Northwind where things stand Last email (Aug 10): Dana asked for updated rates by Friday Deck v4 on OneDrive: pricing slide still shows July numbers Watch out: their renewal lands during their code freeze Three tools, one sentence, and you walk in holding all the context. The Friday status update works the same way Jira tickets plus GitHub commits, compiled and posted to the team channel. Set it once and it stops being your job. Example 4: Empty ... ... what it needs, and let it earn the next one: Mornings lost to catch-up connect GitHub + Slack + Notion, and the brief arrives on schedule A calendar that runs you connect Google or Outlook Calendar, and rescheduling becomes one sentence

... doesn't apply. The lever is "be genuinely good and be clearly describable," and there's no shortcut through it. Two things are worth doing deliberately. Make yourself easy to describe. If you can't say in one plain sentence what you do, for whom, and what makes you different, the AI can't either and it'll either skip you or invent something. Entity clarity beats clever positioning here. Boring and accurate wins. Show up where opinions get formed ... ... true version of your product so clear, and so consistently reflected by real users, that the model has an easy time getting it right. The front page moved. It's not a results page anymore; it's a sentence

... this week pushing one founder on a single claim in his launch copy, and by the end he had changed shipped text three times. Not because the claim was false. Because it was true of something narrower than the sentence said. His tagline promised every file was cryptographically signed for verifiable provenance. True at the moment the file was made. Not true after anyone trims it in another tool, which is what happens to almost every file before a human ... ... sees it. The honest version of that sentence

... Noticed something a few weeks into a bigger project. Early on, a prompt like "add a delete button" just worked, one sentence, done. Now the same size request needs four sentences

... path could have told me, because the layer that would report the failure was the layer producing the wrong answer. Comment from Jorge Alc ntara(@jalcantara): It needs to resolve to something the reviewer can open, as a sentence would simplify too much the original intent. In the Zentrik model for instance, the original signal (call, ticket, research item, or experiment) stays linked to the decision and work it informed. On the return leg shipped result and customer response should ... ... nothing, the reviewer's normal experience becomes an empty screen, and empty screens train people to expect empty. Whether the one that is not empty gets read properly on day forty is an open question. It still beats the alternative

... been preparing a product launch recently, and I keep noticing how easy it is to find one more reason to delay it. There is always another bug to fix. Another onboarding screen that could be clearer. Another sentence on the landing page that does not feel quite right. Another edge case, help article, mobile issue, loading state, analytics event, email, demo video, or tiny visual detail that could still be improved. And the frustrating part is that none of these ... ... Afraid that the launch will be smaller than expected. Afraid that after months or years of building, the market will respond with silence. That kind of fear is much harder to fix than a button or a landing page sentence

... kept opening an AI chat just to fix one awkward sentence, then copying the result back. So I built Polish, a Chrome extension that fixes selected text inside the editor you are already using. Select a sentence

... Uddin(@hammad_shams_uddin): @farrukh_ahmed8877   @busmark_w_nika  Right, and that split changes what you write, not just where. If the value is the citation rather than the link, then the unit that travels is a sentence, not a mention. "A useful free tool" gets read and forgotten. "Six parallel connections measured slower than one on a congested line" gets repeated, because it is a claim someone can restate without having to trust me. Sofor the nofollow ... ... Sunday is 39.7%, on Tuesday 8.6%. But product of the week is won on weekdays, so depends what you are after. On hunters, since @rhea_diamante asked. Launches with a hunter who has 10+ hunts average 235 upvotes vs

... never the point. The point was not looking amateur in front of the client. So that is my test now, borrowed from your lens: if the problem sentence does not name a person and a moment, it is still a feature in disguise. Disclosure, I built PagePulse, and I only found that sentence

... both content and   product work.   2. Google Search Console I basically live in it. For anything SEO, it's the only honest source of truth   about what's actually happening vs. what I assume is happening.   3. Ahrefs keyword and competitor

... ByteDance. Descript uploads everything to AWS. Runway is cloud-only and credits-based. We wanted an editor that stays on your hardware. Here's what you get: AI that runs locally: - Edit video by editing the transcript delete a sentence, the timeline cuts itself - Clone any voice from a 6-second sample - Remove filler words and silences in one click - Generate AI video from text using 9 models across 5 providers (Runway, Pika, Kling, Luma, Seedance, or run CogVideoX locally ... ... clips - Audio effects chain (EQ, compressor, reverb, de-esser, limiter) - LUFS loudness normalization for YouTube/Spotify/podcasts - Beat detection with snap-to-beat - Batch export with 8 platform presets 30+ languages including 22 Indian languages via Sarvam AI unmatched by any competitor

... meme. We've convinced ourselves that capturing information is the same as learning it. It is not. It is the illusion of productivity. Cognir fixes this with one mechanical constraint: every highlight must have a reaction. You select a sentence. A box appears. It asks: "What do you think?" You cannot proceed until you write something. Even one sentence

... message before it lands. For me, 6+ years working with enterprise buyers across banking, healthcare, and manufacturing has basically been one long lesson in how the same product can land perfectly or fail entirely based on the first two sentences. Drop yours below in this format: Sentence